[Journal clubs] May 14, 2026 [Foundation Models for Biology: V-JEPA2.1, Nicheformer, and Geneformer2]

1. V-JEPA2.1
   

   

   Mur-Labadia, Lorenzo, et al. "V-jepa 2.1: Unlocking dense features in video self-supervised learning." arXiv preprint arXiv:2603.14482 (2026).
   

2. Nicheformer
   

   

   Tejada-Lapuerta, A., Schaar, A.C., Gutgesell, R. et al. Nicheformer: a foundation model for single-cell and spatial omics. Nat Methods 22, 2525–2538 (2025). https://doi.org/10.1038/s41592-025-02814-z
   

3. Geneformer2

   

   Chen, H., Venkatesh, M.S., Gόmez Ortega, J. et al. Scaling and quantization of large-scale foundation model enables resource-efficient predictions in network biology. Nat Comput Sci 6, 450–463 (2026). https://doi.org/10.1038/s43588-026-00972-4

   
   

발표일자: 2026.05.14.

발표자: 이경천